Discover prateek27/machine-learning-essentials Open Source project

This repository contains basic computer algorithms and some optimization codes for various programming challenges.

Algorithms

course repo for algo++ batch

algo-pitampura-dec-2018

Learn to build a Deep Neural Network from scratch!

deep-neural-network

C++ Launchpad with Algo++ Pitampura Aug 18

launchpad-aug-18-pitampura

java-apr-22

Machine Learning Batch Aug 2018 - Pitampura

machine-learning-aug-18

java-mar-22

algo-9june-2019

java-jan-22

convolution-neural-network-tutorial

Tutorial for understanding CNN basics, video at http://online.codingblocks.com Machine Learning/Deep Learning course.

Various applications uisng word2vec.

word2vec-applications-transfer-learning-nlp

Basic Linear Regression Code in one variable covered in online free webinar.

scaler-sql

Scaler Batch SQL Code

emoji-class

linear-regression-01

Repository for learners - advanced java and lld module.

scaler-lld

Basics of Programming in C++, for Internwell students.

interwell-coding-basic-bootcamp

Notes for Scaler SQL Module

scaler-sql-notes

ml-webinar-face-recoginition-knn

Face Recognition Project made in Machine Learning LIVE Webinar using KNN algorithm and open cv for python

Codes of various algorithms.

Blocks-of-Code-

NQueen using Backtracking, Bitsets and Bitmasks

N-Queen-All-Optimisations

java-feb-22

spin-win-code

Python Scripts to automate basic tasks

superhero-automation

LiTs Challenege Semantic Segmentation of Liver from CT Scans

liver-segmentation

Algo++ Summers Pitampura 2019

algo-6june-2019

Game Dev Webinar | 17 April 2020

game-webinar-javascript

scaler-java-lld1-notes

java-nov-21

Java for Beginners 2021.

Learn Data Structures & Algorithms by building Mini Projects

data-structures-in-real-life

Basics of Python for Data Science.

python-for-data-science

lpu-bootcamp

Two day bootcamp dtu at DTU 19-20th Jan.

ml-bootcamp-dtu-2019

Reinforcement Learning for Games - Tutorial - Cartpole Game!

RL-Q-Learning

python-nov-21

python for beginners

Java Beginners Code Repository

java-beginners

generative-adversarial-networks

GAN Codes.

sql-batch

PLpgSQL

data-science-repository

Data Science

This repository contains various python scripts for performing various tasks.

Python-Scripts

Codes for JavaScript Webinar(held on Youtube LIVE) on 6th Jan

building-snakes-game-tutorial

Python for Developers - March 18 - Coding Blocks Pitampura

graph-algorithms

All Graph Algorithms

python-dev-march-18

Machine Learning Webinar conducted on 6th Nov. (http://cb.lk/yt)

ml-webinar-basics

Tutorial how to work with Tensorflow Object Detection API on your custom dataset.

tensorflow-object-detection-api

mobilenet

Mobile Net in Keras.

Machine Learning Course Repo

machine-learning-online

Image Captioning Course Project.

image-captioning

igdtu-workshop-markov-chain

Markov Chain Session at IGDTUW

emoji-prediction

Basic Emoji Prediction using MLP, LSTM in keras.

python-beginners

Python live class code.

ML Workshop | VIT Vellore Oct-2020

vit-vellore-2020

dtu_ml_workshop

12-13th October

Problems discussed in doubt session for hackerblocks questions.

hackerblocks-doubts

Implements Range Seek Bar (not provided in android defaults) and other widgets for making a settings screen for your app.

cartoon-gan

DCGAN for Cartoons

Custom-Android-Widgets

Learning Distributed Sentence Representation using Multi-tasking Learning

multi-task-sentence-representation-learning

Workshop at BVP Delhi 6-Feb-2019.

bvp-markov-chain-workshop

Convolutional Neural Networks

cnn-basics

neural_networks_flower_recogniser

Flower Recogniser on IRIS database. Requirements - NumPy , SkLearn for Dataset , Theano

LaunchPad-Jan-Codes

Implementation of Decision Trees with Pruning.

decision-trees

GitLearnProjectTutorial

Experiments with Tensoflow and Eager Mode

tf-getting-started

JSGames

MLP to play rock paper scissors on live video.

rock-paper-scissor-MLP

Tutorial for Fashion MNIST Dataset using Keras

fashion_mnist_keras

MachineLearningNSIT

nlp-feature-extraction-tutorial

Practice Exercise on Text Generation Basics.

markov-chains-text-generation

News-Bot

My Python Newsbot

NIEC_Workshop

This is an online gaming portal for GamersHQ

gaming-portal

phaser-examples

machine-learning-major

food simulator

xyz

Workshops

College Workshops Codes

covid-fighter-game

basic-javascript-game

ml-nit-patna

NIT Patna Workshop

An Android App to detect faces and eyes in images captured using Camera. It uses the inbuild android face detector class .

Using-Android-Face-Detector

gamershq

A Gaming Portal.

pokemon-mlbasics

workshop_ymca

automated poster generation for campus superheroes.

ca-poster-generator

Dogs and Cows Object Detection

detecting_dogs_cows

Profanity-Checker-Python

Simple python script that uses Google's Profanity API @ www.wdyl.com/profanity?q=WordORSentenceToBeChecked

Workshop on Machine Learning Basics

daviet_workshop

A 2048 clone made using HTML,CSS,Javascript ! Undo History , Leaderboard and much more...

my-2048